Docker with JupyterLab and pre-installed libraries

Dockerfile

@@ -0,0 +1,7 @@
+FROM dbaibak/jupyter-lab:latest
+
+USER dev
+
+# install python modules
+ADD requirements.txt /home/dev/app/
+RUN pip install --user --no-cache-dir -r requirements.txt

README.md

@@ -39,6 +39,22 @@ $ jupyter notebook --notebook-dir='<tutorial folder>'
 
 Alternatively, you can download and install the (very large) Anaconda software distribution, found at https://store.continuum.io/.
 
+## Installation via Docker
+
+* Please follow Docker [installation instructions](https://docs.docker.com/install/) from the official site.
+* `make build` - build image and create container with name *sklearn-lab*
+* Now notebooks are available by url 127.0.0.1:8888
+
+### Using
+* `make start` - start container
+* `make stop` - stop container
+* 127.0.0.1:8888 - use notebooks
+
+### Using bash and install packages
+* `make start` - start container
+* `make bash` - now you inside linux container
+* `pip install --user package_name` - install new package
+
 ## Downloading the Tutorial Materials
 I would highly recommend using git, not only for this tutorial, but for the
 general betterment of your life.  Once git is installed, you can clone the

makefile

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+SHELL=/bin/bash
+
+args = `arg="$(filter-out $@,$(MAKECMDGOALS))" && echo $${arg:-${1}}`
+
+%:
+	@:
+
+build:
+	@docker build . -t jupyter-lab
+	@make run
+
+run:
+	@docker run -it -d -v $(PWD):/home/dev/app -p 127.0.0.1:8888:8888 --name sklearn-lab jupyter-lab
+
+start:
+	@docker start sklearn-lab
+
+stop:
+	@docker stop sklearn-lab
+
+remove:
+	@docker rm -f sklearn-lab
+
+bash:
+	@docker exec -it --user dev sklearn-lab bash

requirements.txt

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+backcall==0.1.0
+bleach==2.1.3
+cycler==0.10.0
+decorator==4.3.0
+entrypoints==0.2.3
+html5lib==1.0.1
+ipykernel==4.8.2
+ipython==6.5.0
+ipython-genutils==0.2.0
+ipywidgets==7.3.2
+jedi==0.12.1
+Jinja2==2.10
+jsonschema==2.6.0
+jupyter==1.0.0
+jupyter-client==5.2.3
+jupyter-console==5.2.0
+jupyter-contrib-core==0.3.3
+jupyter-contrib-nbextensions==0.5.0
+jupyter-core==4.4.0
+jupyter-highlight-selected-word==0.2.0
+jupyter-latex-envs==1.4.4
+jupyter-nbextensions-configurator==0.4.0
+jupyterlab==0.33.6
+jupyterlab-launcher==0.11.2
+kiwisolver==1.0.1
+lxml==4.2.3
+MarkupSafe==1.0
+matplotlib==2.2.2
+mistune==0.8.3
+nbconvert==5.3.1
+nbformat==4.4.0
+notebook==5.6.0
+numpy==1.15.0
+pandas==0.23.3
+pandocfilters==1.4.2
+parso==0.3.1
+pexpect==4.6.0
+pickleshare==0.7.4
+Pillow==5.2.0
+prometheus-client==0.3.1
+prompt-toolkit==1.0.15
+ptyprocess==0.6.0
+Pygments==2.2.0
+pyparsing==2.2.0
+python-dateutil==2.7.3
+pytz==2018.5
+PyYAML==3.13
+pyzmq==17.1.0
+qtconsole==4.3.1
+scikit-learn==0.19.2
+scipy==1.1.0
+seaborn==0.9.0
+Send2Trash==1.5.0
+simplegeneric==0.8.1
+six==1.11.0
+terminado==0.8.1
+testpath==0.3.1
+tornado==5.1
+traitlets==4.3.2
+wcwidth==0.1.7
+webencodings==0.5.1
+widgetsnbextension==3.3.1